compose
A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning. (by alteryx)
snorkel
A system for quickly generating training data with weak supervision [Moved to: https://github.com/snorkel-team/snorkel] (by HazyResearch)
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| compose | snorkel | |
|---|---|---|
| 1 | 1 | |
| 410 | 5,109 | |
| 1.7% | - | |
| 6.3 | 6.2 | |
| 17 days ago | 12 months ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
compose
Posts with mentions or reviews of compose.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-31.
-
20+ Free Tools & Resources for Machine Learning
Compose Compose targets labeling raw data, allowing you to set labeling functions for your data in Python in order to make the labeling process easier.
snorkel
Posts with mentions or reviews of snorkel.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-04-20.
-
[P] Programmatic: Powerful Weak Labeling
Code for https://arxiv.org/abs/1605.07723 found: https://github.com/HazyResearch/snorkel
What are some alternatives?
When comparing compose and snorkel you can also consider the following projects:
skweak - skweak: A software toolkit for weak supervision applied to NLP tasks
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
catanatron - Settlers of Catan Bot Simulator and Strong AI Player